datajournalism, Twitter, 12/26/2022 7:50:46 PM, 287028


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datajournalism_2022-12-26_10-00-01.xlsx
datajournalism_2022-12-26_10-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3vkyQcq
@datajournalism
@adisicameroun
@sigmaawards
@schouweh
@smfrogers
@haddadme
@ajelearnen
@sonasi
@journtoolbox
@ayman_howek17

Top hashtags:
#datajournalism
#ddj
#dataviz
#data
#마부뉴스
#cameroun
#congo_brazzaville

Description:
Description
The graph represents a network of 380 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 18:00 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 59-minute period from Monday, 12 December 2022 at 04:33 UTC to Sunday, 25 December 2022 at 11:32 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 380
Unique Edges : 209
Edges With Duplicates : 700
Total Edges : 909
Number of Edge Types : 5
Retweet : 290
MentionsInRetweet : 391
Mentions : 114
Replies to : 12
Tweet : 102
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0385487528344671
Reciprocated Edge Ratio : 0.074235807860262
Connected Components : 61
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 198
Maximum Edges in a Connected Component : 562
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.865211
Graph Density : 0.00318011387307318
Modularity : 0.45588
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 380 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 18:00 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 59-minute period from Monday, 12 December 2022 at 04:33 UTC to Sunday, 25 December 2022 at 11:32 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : datajournalism
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://premium.sbs.co.kr/article/_uZqsa9-qf
[18] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[17] https://datajournalism.com/survey/2022/
[8] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[7] https://premium.sbs.co.kr/article/FrG1uDTH6v
[6] https://sigmaawards.org/
[6] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[5] https://twitter.com/datajournalism/status/1603660786106503168
[5] https://datajournalism.com/
[5] https://premium.sbs.co.kr/article/W1-Tuu8thK

Top URLs in Tweet in G1:
[15] https://datajournalism.com/survey/2022/
[3] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[3] https://datajournalism.com/read/longreads/data-coverage-of-climate-refugees
[3] https://twitter.com/datajournalism/status/1603660786106503168
[2] https://datajournalism.com/read/longreads/newsrooms-personal-information-policy
[1] https://twitter.com/i/web/status/1594981789147226114
[1] https://twitter.com/i/web/status/1603660786106503168
[1] https://twitter.com/i/web/status/1606976178203643904
[1] https://datajournalism.com/read/newsletters/mastering-the-art-of-data-collaboration
[1] https://twitter.com/DataVizSociety/status/1603011931970879495

Top URLs in Tweet in G2:
[1] https://twitter.com/cameroon_data/status/1603390313631981568
[1] https://twitter.com/i/web/status/1602974568708296705
[1] https://twitter.com/i/web/status/1603355848893497346

Top URLs in Tweet in G3:
[6] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[4] https://datajournalism.com/
[2] https://twitter.com/jburnmurdoch/status/1604182458198433792
[1] https://datajournalism.com/survey/2022/
[1] https://twitter.com/i/web/status/1602383221479510016
[1] https://twitter.com/i/web/status/1602597757356838912
[1] https://twitter.com/i/web/status/1602584505684037632
[1] https://twitter.com/amna_newseng/status/1602983188279730183
[1] https://twitter.com/AltAwareness/status/1541845311487987716
[1] https://twitter.com/datajournalism/status/1603042401962131463

Top URLs in Tweet in G4:
[4] https://sigmaawards.org/
[1] https://twitter.com/i/web/status/1603731625832943618
[1] https://twitter.com/i/web/status/1603782152830668805
[1] https://twitter.com/sigmaawards/status/1603731625832943618

Top URLs in Tweet in G5:
[19] https://premium.sbs.co.kr/article/_uZqsa9-qf
[7] https://premium.sbs.co.kr/article/FrG1uDTH6v
[5] https://premium.sbs.co.kr/article/W1-Tuu8thK
[2] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[1] https://stibee.com/api/v1.0/emails/share/Hpvg55X2DL3cMPIYeni14c4q1pnRiRw=
[1] https://stibee.com/api/v1.0/emails/share/-DkmagMFOs86l7o7LDneb2oVFsonWVc=
[1] https://twitter.com/i/web/status/1603561539206000640
[1] https://twitter.com/i/web/status/1603561957499764737

Top URLs in Tweet in G6:
[1] https://23.scicar.de/

Top URLs in Tweet in G7:
[8] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[6] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[1] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[1] https://twitter.com/i/web/status/1604498982692356097
[1] https://datajournalism.com/
[1] https://twitter.com/datajournalism/status/1603660786106503168

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/11PoQywmMqVzdTIThzfilc15_kAF-DrvK3bkf-FMdoEY/viewform?edit_requested=true&goo.gle_id=646488
[1] https://twitter.com/data_leads/status/1604017615382667264

Top URLs in Tweet in G10:
[1] https://lms.aljazeera.net/courses/course-v1:AJMI+JRNM01E+2022_01/about?sf172786210=1&sf172917027=1
[1] https://tweetedtimes.com/topic.process

Top Domains
Top Domains in Tweet in Entire Graph:
[61] twitter.com
[54] datajournalism.com
[31] co.kr
[12] journaliststoolbox.org
[6] sigmaawards.org
[6] morgenpost.de
[4] stibee.com
[3] co.uk
[3] tweetedtimes.com
[2] shorturl.at

Top Domains in Tweet in G1:
[27] datajournalism.com
[22] twitter.com
[1] co.uk
[1] soundcloud.com
[1] crimesstate.com
[1] paper.li
[1] gijn.org

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[16] twitter.com
[14] datajournalism.com
[4] journaliststoolbox.org
[2] tweetedtimes.com
[2] shorturl.at
[2] co.uk
[1] coursera.org
[1] realtor.com

Top Domains in Tweet in G4:
[4] sigmaawards.org
[3] twitter.com

Top Domains in Tweet in G5:
[31] co.kr
[4] stibee.com
[2] twitter.com

Top Domains in Tweet in G6:
[1] scicar.de

Top Domains in Tweet in G7:
[8] journaliststoolbox.org
[6] morgenpost.de
[2] twitter.com
[1] routledge.com
[1] datajournalism.com

Top Domains in Tweet in G9:
[1] google.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] aljazeera.net
[1] tweetedtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[227] datajournalism
[47] ddj
[30] dataviz
[28] data
[24] 마부뉴스
[20] cameroun
[20] congo_brazzaville
[18] datadialogue
[18] 뉴스레터
[11] bengaluru



Top Hashtags in Tweet in G1:
[58] datajournalism
[13] ddj
[7] data
[6] verigazetecileri
[6] verigazeteciliği
[3] climate
[2] climatechange
[1] dati
[1] dataviz
[1] mediadev

Top Hashtags in Tweet in G2:
[19] cameroun
[19] congo_brazzaville
[10] datajournalism
[9] rca
[4] tchad
[3] opendata
[2] douala
[2] cameroon
[2] odeca
[1] gabon

Top Hashtags in Tweet in G3:
[26] datajournalism
[3] journalists
[3] ddj
[3] dataviz
[2] research
[2] datavisualization
[2] investigativereporting
[2] data
[2] trends
[2] anacondamt

Top Hashtags in Tweet in G4:
[25] datajournalism
[13] ddj
[6] sigmas23
[5] dataviz
[2] ijf23
[2] itsbeenawhile

Top Hashtags in Tweet in G5:
[24] 마부뉴스
[18] 뉴스레터
[18] dataviz
[14] datajournalism
[11] 올해의인물
[5] 월드컵
[3] 2022연말결산
[3] 히난노
[2] 아파트
[1] 일회용품규제

Top Hashtags in Tweet in G6:
[4] scicar23
[2] ddj
[2] datajournalism
[2] datascience

Top Hashtags in Tweet in G7:
[11] ddj
[8] datajournalism

Top Hashtags in Tweet in G8:
[16] datajournalism

Top Hashtags in Tweet in G9:
[15] datadialogue
[9] bengaluru
[6] datajournalism
[3] dataverification
[2] datatraining
[1] journalism
[1] datasourcing
[1] datavisualization
[1] data
[1] dataanalytics

Top Hashtags in Tweet in G10:
[4] datajournalism
[3] elearning
[1] aljazeera_elearning
[1] news
[1] breakingnews

Top Words
Top Words in Tweet in Entire Graph:
[227] #datajournalism
[117] data
[113] datajournalism
[82] journalism
[70] sigmaawards
[58] year
[57] 2023
[55] র
[55] open
[52] re

Top Words in Tweet in G1:
[92] datajournalism
[58] #datajournalism
[55] র
[50] য
[47] year
[41] time
[36] ব
[33] ক
[33] ন
[29] স

Top Words in Tweet in G2:
[21] pays
[20] aux
[20] journalistes
[19] suivants
[19] adisicameroun
[19] #cameroun
[19] #congo_brazzaville
[19] candidature
[19] bourse
[19] ouverte

Top Words in Tweet in G3:
[26] #datajournalism
[19] data
[13] journalism
[9] best
[7] 2022
[5] week
[5] stories
[4] more
[4] massively
[4] under

Top Words in Tweet in G4:
[59] sigmaawards
[30] 2023
[25] open
[25] #datajournalism
[20] 19
[20] jan
[19] until
[19] re
[18] entries
[18] folks

Top Words in Tweet in G5:
[31] 기사
[24] sbsdataj
[24] #마부뉴스
[18] #dataviz
[18] #뉴스레터
[14] #datajournalism
[12] 국제
[12] 있는
[11] #올해의인물
[9] 더

Top Words in Tweet in G6:
[18] scicarde
[16] 30
[16] markieren
[16] nächste
[16] findet
[16] kalender
[16] scicar
[16] 29
[16] termin
[16] die

Top Words in Tweet in G7:
[12] journalism
[12] data
[11] #ddj
[10] journtoolbox
[9] one
[8] few
[8] dozens
[8] tools
[8] infographics
[8] free

Top Words in Tweet in G8:
[16] accurately
[16] #datajournalism
[16] reminder
[16] obligation
[16] grossly
[16] findings
[16] misrepresent
[16] convey
[15] reedfrich

Top Words in Tweet in G9:
[15] #datadialogue
[11] dataleads
[11] googlenewsinit
[10] data
[9] journalism
[9] training
[9] #bengaluru
[9] series
[9] join
[9] pan

Top Words in Tweet in G10:
[20] data
[10] journalists
[9] ajelearnen
[8] professor
[8] help
[8] reporting
[8] ways
[8] journalism
[8] find
[8] vo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[73] data,journalism
[32] back,entries
[32] hey,re
[32] #datajournalism,folks
[32] open,#datajournalism
[32] 2023,open
[32] folks,until
[32] re,back
[27] sigmaawards,2023
[25] 19,jan

Top Word Pairs in Tweet in G1:
[18] time,ve
[18] again,roundup
[18] year,again
[18] great,#datajournalism
[18] over,year
[18] year,fitting
[18] time,year
[18] ve,seen
[18] #datajournalism,over
[18] roundup,time

Top Word Pairs in Tweet in G2:
[19] #cameroun,#congo_brazzaville
[19] candidature,bourse
[19] aux,journalistes
[19] pays,suivants
[19] appel,candidature
[19] ouverte,aux
[19] bourse,ouverte
[19] journalistes,pays
[19] suivants,#cameroun
[18] adisicameroun,appel

Top Word Pairs in Tweet in G3:
[11] data,journalism
[5] stories,2022
[5] best,data
[5] journalism,stories
[4] massively,under
[4] under,invested
[2] best,part
[2] #anacondamt,#datajournalism
[2] came,power
[2] life,here's

Top Word Pairs in Tweet in G4:
[22] sigmaawards,2023
[20] 19,jan
[19] until,19
[18] #datajournalism,folks
[18] entries,sigmaawards
[18] open,#datajournalism
[18] hey,re
[18] 2023,open
[18] back,entries
[18] re,back

Top Word Pairs in Tweet in G5:
[17] #뉴스레터,#dataviz
[14] #dataviz,#datajournalism
[14] #마부뉴스,#뉴스레터
[11] #올해의인물,#마부뉴스
[10] 기사,#올해의인물
[7] 기사,#마부뉴스
[6] 사회의,이목이
[6] 이어갔고,sns를
[6] 일반,대중과
[6] 끊임없이,일반

Top Word Pairs in Tweet in G6:
[16] 30,september
[16] kalender,markieren
[16] nächste,scicar
[16] markieren,die
[16] termin,solltet
[16] 29,30
[16] findet,29
[16] scicar,findet
[16] solltet,kalender
[16] die,nächste

Top Word Pairs in Tweet in G7:
[12] data,journalism
[8] paid,tools
[8] tools,creating
[8] charts,infographics
[8] creating,interactive
[8] dozens,free
[8] free,few
[8] interactive,charts
[8] infographics,#ddj
[8] few,paid

Top Word Pairs in Tweet in G8:
[16] findings,grossly
[16] obligation,accurately
[16] convey,findings
[16] grossly,misrepresent
[16] reminder,#datajournalism
[16] accurately,convey
[16] #datajournalism,obligation
[15] reedfrich,reminder

Top Word Pairs in Tweet in G9:
[9] series,googlenewsinit
[9] journalism,training
[9] pan,india
[9] #datadialogue,pan
[9] india,data
[9] googlenewsinit,dataleads
[9] data,journalism
[9] #bengaluru,#datadialogue
[9] join,#bengaluru
[9] training,series

Top Word Pairs in Tweet in G10:
[8] data,help
[8] data,journalism
[8] journalism,professor
[8] journalists,find
[8] help,journalists
[8] ways,reporting
[8] world,cup
[8] vo,data
[8] reporting,world
[8] cup,qatar

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sigmaawards
@sbsdataj
@adisicameroun
@scicarde
@reedfrich
@betsyladyzhets
@dillonbergin
@muckrock
@googlenewsinit

Top Mentioned in G1:
@datajournalism
@betsyladyzhets
@dillonbergin
@muckrock
@gijn
@datavizsociety
@ejcnet
@leonardonclt
@abbottkatz
@gijnbangla

Top Mentioned in G2:
@adisicameroun
@kamtchang1
@cameroon_data
@rtiofficiel
@mahamoudsabir
@tchadinfos
@alwihdainfo
@toumaiwebmedias
@mamadou

Top Mentioned in G3:
@spj_tweets
@darlaseifried

Top Mentioned in G4:
@sigmaawards
@sophwarnes
@datavizsociety
@datajournalism

Top Mentioned in G5:
@sbsdataj

Top Mentioned in G6:
@scicarde
@tu_dortmund
@nrecherche
@wpk_daily
@smc_germany

Top Mentioned in G7:
@journtoolbox
@samanthasunne
@funkeinteraktiv
@ire_nicar
@kimfoxwosu
@datajournalism
@ejcnet
@sigmaawards
@pilhofer

Top Mentioned in G8:
@reedfrich

Top Mentioned in G9:
@googlenewsinit
@dataleads
@data_leads
@geetakashyap
@syednazakat

Top Mentioned in G10:
@ajelearnen
@ajminstitute
@lamthuyvo
@haddadme
@sigmaawards

Top Tweeters
Top Tweeters in Entire Graph:
@amazingchevvolt
@ricardo_ik_ahau
@bbcnews
@dwatchnews
@proglocommons
@ilh7hv
@unetomaterouge
@omar_quraishi
@varun8vijay
@bayyaamer

Top Tweeters in G1:
@ricardo_ik_ahau
@badlibrarian
@themediamentor
@temitopeohassan
@nden
@muckrock
@ijnet
@bairesquezada
@masspirates
@affendi_xiii

Top Tweeters in G2:
@alwihdainfo
@azusanne
@petit_ecolier
@tchadinfos
@doualanow
@belbak
@rtiofficiel
@mahamoudsabir
@le_tdk
@mamadou

Top Tweeters in G3:
@altawareness
@okiraku_neko
@spyrosth
@dd_jessica_
@dr_mana
@zkancs
@spj_tweets
@arjanelfassed
@datatechsoln
@jemoraz

Top Tweeters in G4:
@cjjmccray
@pinardag
@katray
@yudivian
@attilabatorfy
@agustin_icij
@j_la28
@mcx83
@ginaskchua
@jayangbayi

Top Tweeters in G5:
@ilh7hv
@pieforkbrunch
@m6oao9m
@woonangnang
@cyb_seoul
@jjongc10h8
@lemon2sang
@ch_tanuki
@eunmnx
@greenbelts0000

Top Tweeters in G6:
@komiska
@freischreiber
@wpk_daily
@chelm
@nrecherche
@maxdonheiser
@wahlatlas
@francozotta
@annabehrend
@ch_esser

Top Tweeters in G7:
@proglocommons
@unetomaterouge
@kimfoxwosu
@timlriley
@czuegner
@journtoolbox
@jdstanger
@mplenke
@smfrogers
@ire_nicar

Top Tweeters in G8:
@shyredmd
@katrinawte
@twilou200
@ohgoditsmatthew
@deveautrain
@reedfrich
@loquaciouslori
@cincy_4
@papapierce
@acharal

Top Tweeters in G9:
@sbhandral
@pratyush_ranjan
@ravikantmittal
@muralibe
@syednazakat
@durgadahuduga
@googlenewsinit
@deshkar_ankita
@bforbaruah
@data_leads

Top Tweeters in G10:
@bayyaamer
@craignewmark
@montasermarai
@ajminstitute
@mohdkhamaiseh
@haddadme
@ninamontagu
@tt_craignewmark
@lamthuyvo
@rethinkingj


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